{"id":"W4393315812","doi":"10.14218/csp.2023.00044","title":"Common Risk Factors and Comorbidity of Cardiovascular Diseases and Cancer","year":2024,"lang":"en","type":"article","venue":"Cancer Screening and Prevention","topic":"GDF15 and Related Biomarkers","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Comorbidity; Medicine; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000123108,0.00008618545,0.0002188849,0.00005152512,0.00006385886,0.00001760646,0.00001324273,0.00006609568,0.00001936713],"category_scores_gemma":[0.000009204708,0.00006207811,0.00009927287,0.00008129441,0.00008951014,0.00005602166,0.00002263329,0.0001101666,8.934973e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001234298,"about_ca_system_score_gemma":0.00002485657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00356736,"about_ca_topic_score_gemma":0.00004308099,"domain_scores_codex":[0.9994804,0.00005293116,0.0001067482,0.0001768369,0.0001022032,0.00008082492],"domain_scores_gemma":[0.9997472,0.00003460971,0.00003200627,0.00008123934,0.00001899462,0.00008600986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000736501,0.000009748291,0.5145624,0.0005272584,0.001243413,0.000006774305,0.0002174996,0.00002380908,0.000166841,0.000009440519,0.0002480974,0.4829111],"study_design_scores_gemma":[0.0006851931,0.0001140689,0.9824454,0.00145592,0.002393954,0.00001198244,0.0001432035,0.001714607,0.0004838016,0.0001343131,0.0103164,0.0001011206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7652875,0.2339206,0.0003471776,0.00008354757,0.000121785,0.0001129904,0.00005799469,0.00002518854,0.00004315849],"genre_scores_gemma":[0.9467042,0.05296316,0.00007458768,0.00000601769,0.0000584148,0.000009324008,0.00001761024,0.000008455367,0.0001582189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.48281,"threshold_uncertainty_score":0.5392805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02568458451194979,"score_gpt":0.3054336373725736,"score_spread":0.2797490528606238,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}